A robust multiobjective Harris’ Hawks Optimization algorithm for the binary classification problem
出版年份 2021 全文链接
标题
A robust multiobjective Harris’ Hawks Optimization algorithm for the binary classification problem
作者
关键词
Binary classification, Multiobjective optimization, Feature selection, Harris’ Hawks optimization
出版物
KNOWLEDGE-BASED SYSTEMS
Volume 227, Issue -, Pages 107219
出版商
Elsevier BV
发表日期
2021-06-12
DOI
10.1016/j.knosys.2021.107219
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- On the performance improvement of Butterfly Optimization approaches for global optimization and Feature Selection
- (2021) Adel Saad Assiri PLoS One
- Review of swarm intelligence-based feature selection methods
- (2021) Mehrdad Rostami et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Multi-objective particle swarm optimization with adaptive strategies for feature selection
- (2021) Fei Han et al. Swarm and Evolutionary Computation
- An enhanced productivity prediction model of active solar still using artificial neural network and Harris Hawks optimizer
- (2020) F.A. Essa et al. APPLIED THERMAL ENGINEERING
- Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review
- (2020) J. Carrasco et al. Swarm and Evolutionary Computation
- COVID-19 Patient Health Prediction Using Boosted Random Forest Algorithm
- (2020) Celestine Iwendi et al. Frontiers in Public Health
- Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies
- (2020) Hao Chen et al. Future Generation Computer Systems-The International Journal of eScience
- Classifier ensemble methods in feature selection
- (2020) Hakan Ezgi Kiziloz NEUROCOMPUTING
- Feature selection using Binary Crow Search Algorithm with time varying flight length
- (2020) Abhilasha Chaudhuri et al. EXPERT SYSTEMS WITH APPLICATIONS
- Harris hawks optimization: Algorithm and applications
- (2019) Ali Asghar Heidari et al. Future Generation Computer Systems-The International Journal of eScience
- An evolutionary gravitational search-based feature selection
- (2019) Mohammad Taradeh et al. INFORMATION SCIENCES
- A survey on new generation metaheuristic algorithms
- (2019) Tansel Dokeroglu et al. COMPUTERS & INDUSTRIAL ENGINEERING
- A New Quadratic Binary Harris Hawk Optimization for Feature Selection
- (2019) Too et al. Electronics
- Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size
- (2019) Xiao-han Wang et al. APPLIED SOFT COMPUTING
- On initial population generation in feature subset selection
- (2019) Ayça Deniz et al. EXPERT SYSTEMS WITH APPLICATIONS
- Cost-sensitive feature selection using two-archive multi-objective artificial bee colony algorithm
- (2019) Yong Zhang et al. EXPERT SYSTEMS WITH APPLICATIONS
- Binary differential evolution with self-learning for multi-objective feature selection
- (2019) Yong Zhang et al. INFORMATION SCIENCES
- Improved Salp Swarm Algorithm based on opposition based learning and novel local search algorithm for feature selection
- (2019) Mohammad Tubishat et al. EXPERT SYSTEMS WITH APPLICATIONS
- A Survey of Automatic Parameter Tuning Methods for Metaheuristics
- (2019) Changwu Huang et al. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
- Whale optimization approaches for wrapper feature selection
- (2018) Majdi Mafarja et al. APPLIED SOFT COMPUTING
- Optimizing multi-objective PSO based feature selection method using a feature elitism mechanism
- (2018) Maryam Amoozegar et al. EXPERT SYSTEMS WITH APPLICATIONS
- Pareto front feature selection based on artificial bee colony optimization
- (2018) Emrah Hancer et al. INFORMATION SCIENCES
- Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems
- (2018) Majdi Mafarja et al. KNOWLEDGE-BASED SYSTEMS
- Differential evolution for filter feature selection based on information theory and feature ranking
- (2018) Emrah Hancer et al. KNOWLEDGE-BASED SYSTEMS
- Novel multiobjective TLBO algorithms for the feature subset selection problem
- (2018) Hakan Ezgi Kiziloz et al. NEUROCOMPUTING
- Binary Grasshopper Optimisation Algorithm Approaches for Feature Selection Problems
- (2018) Majdi Mafarja et al. EXPERT SYSTEMS WITH APPLICATIONS
- Binary dragonfly optimization for feature selection using time-varying transfer functions
- (2018) Majdi Mafarja et al. KNOWLEDGE-BASED SYSTEMS
- Binary butterfly optimization approaches for feature selection
- (2018) Sankalap Arora et al. EXPERT SYSTEMS WITH APPLICATIONS
- Efficient feature selection method using real-valued grasshopper optimization algorithm
- (2018) Arezoo Zakeri et al. EXPERT SYSTEMS WITH APPLICATIONS
- Multi-Objective Differential Evolution for feature selection in Facial Expression Recognition systems
- (2017) Uroš Mlakar et al. EXPERT SYSTEMS WITH APPLICATIONS
- A return-cost-based binary firefly algorithm for feature selection
- (2017) Yong Zhang et al. INFORMATION SCIENCES
- Recent advances in feature selection and its applications
- (2017) Yun Li et al. KNOWLEDGE AND INFORMATION SYSTEMS
- A novel bacterial algorithm with randomness control for feature selection in classification
- (2017) Hong Wang et al. NEUROCOMPUTING
- Robust multiobjective evolutionary feature subset selection algorithm for binary classification using machine learning techniques
- (2017) Ayça Deniz et al. NEUROCOMPUTING
- Hybrid Whale Optimization Algorithm with simulated annealing for feature selection
- (2017) Majdi M. Mafarja et al. NEUROCOMPUTING
- A hybrid approach of differential evolution and artificial bee colony for feature selection
- (2016) Ezgi Zorarpacı et al. EXPERT SYSTEMS WITH APPLICATIONS
- Binary ant lion approaches for feature selection
- (2016) E. Emary et al. NEUROCOMPUTING
- Binary grey wolf optimization approaches for feature selection
- (2016) E. Emary et al. NEUROCOMPUTING
- An advanced ACO algorithm for feature subset selection
- (2015) Shima Kashef et al. NEUROCOMPUTING
- A survey on feature selection methods
- (2013) Girish Chandrashekar et al. COMPUTERS & ELECTRICAL ENGINEERING
- A survey on optimization metaheuristics
- (2013) Ilhem Boussaïd et al. INFORMATION SCIENCES
- Particle Swarm Optimization for Feature Selection in Classification: A Multi-Objective Approach
- (2012) Bing Xue et al. IEEE Transactions on Cybernetics
- Extreme learning machines: a survey
- (2011) Guang-Bin Huang et al. International Journal of Machine Learning and Cybernetics
- A discrete particle swarm optimization method for feature selection in binary classification problems
- (2010) Alper Unler et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- A variable selection method based on Tabu search for logistic regression models
- (2008) Joaquín Pacheco et al. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
- Different metaheuristic strategies to solve the feature selection problem
- (2008) Silvia Casado Yusta PATTERN RECOGNITION LETTERS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now